Fat Tails and Tail Risk: Why Standard Models Miss Geopolitical Shocks
Standard risk models assume returns are normally distributed. The empirical record has not supported that assumption for decades, and the gap matters more in a
Standard risk models assume returns are normally distributed. The empirical record has not supported that assumption for decades, and the gap matters more in a
Stress testing is no longer a back-office function. According to the EY/IIF 2026 Global Bank Risk Management Survey, enhanced risk measurement, stress testing and scenario
In December 2025, the European Central Bank announced that its 2026 supervisory stress test will require all 110 directly supervised banks to identify the geopolitical
Brazil’s Wealth Growth and Shifting Investment Strategies Brazil has seen a remarkable increase in the number and total wealth of Ultra High Net Worth Individuals
By 2030, as much as half of today’s private banking advisors will be retired. At the same time, over $85 trillion will change hands globally
Introduction Investment managers today find themselves navigating markets that are more unpredictable and fast-moving than ever before. Geopolitical upheavals, shifting trade policies, and economic surprises
Understanding and managing risk is a fundamental aspect of financial services, especially within the context of regulatory requirements. Product Risk Classification (PRC) is a critical
Growing awareness of global environmental, social and governance (ESG) issues has led to a paradigm shift in the investment industry. Investors are now more aware
The banking landscape has changed significantly over the past decade. With rapid advancements in technology, evolving customer expectations, and increased competition from fintech companies, banking
In the rapidly changing financial landscape, banks and wealth managers are constantly challenged to meet the evolving investor demands. As technology advances and investor preferences
Standard risk models assume returns are normally distributed. The empirical record has not supported that assumption for decades, and the gap matters more in a
Stress testing is no longer a back-office function. According to the EY/IIF 2026 Global Bank Risk Management Survey, enhanced risk measurement, stress testing and scenario
In December 2025, the European Central Bank announced that its 2026 supervisory stress test will require all 110 directly supervised banks to identify the geopolitical
Brazil’s Wealth Growth and Shifting Investment Strategies Brazil has seen a remarkable increase in the number and total wealth of Ultra High Net Worth Individuals
By 2030, as much as half of today’s private banking advisors will be retired. At the same time, over $85 trillion will change hands globally
Introduction Investment managers today find themselves navigating markets that are more unpredictable and fast-moving than ever before. Geopolitical upheavals, shifting trade policies, and economic surprises
Understanding and managing risk is a fundamental aspect of financial services, especially within the context of regulatory requirements. Product Risk Classification (PRC) is a critical
Growing awareness of global environmental, social and governance (ESG) issues has led to a paradigm shift in the investment industry. Investors are now more aware
The banking landscape has changed significantly over the past decade. With rapid advancements in technology, evolving customer expectations, and increased competition from fintech companies, banking
In the rapidly changing financial landscape, banks and wealth managers are constantly challenged to meet the evolving investor demands. As technology advances and investor preferences
Standard risk models assume returns are normally distributed. The empirical record has not supported that assumption for decades, and the gap matters more in a
Stress testing is no longer a back-office function. According to the EY/IIF 2026 Global Bank Risk Management Survey, enhanced risk measurement, stress testing and scenario
In December 2025, the European Central Bank announced that its 2026 supervisory stress test will require all 110 directly supervised banks to identify the geopolitical
Brazil’s Wealth Growth and Shifting Investment Strategies Brazil has seen a remarkable increase in the number and total wealth of Ultra High Net Worth Individuals
By 2030, as much as half of today’s private banking advisors will be retired. At the same time, over $85 trillion will change hands globally
Introduction Investment managers today find themselves navigating markets that are more unpredictable and fast-moving than ever before. Geopolitical upheavals, shifting trade policies, and economic surprises
Understanding and managing risk is a fundamental aspect of financial services, especially within the context of regulatory requirements. Product Risk Classification (PRC) is a critical
Growing awareness of global environmental, social and governance (ESG) issues has led to a paradigm shift in the investment industry. Investors are now more aware
The banking landscape has changed significantly over the past decade. With rapid advancements in technology, evolving customer expectations, and increased competition from fintech companies, banking
In the rapidly changing financial landscape, banks and wealth managers are constantly challenged to meet the evolving investor demands. As technology advances and investor preferences
Standard risk models assume returns are normally distributed. The empirical record has not supported that assumption for decades, and the gap matters more in a
Stress testing is no longer a back-office function. According to the EY/IIF 2026 Global Bank Risk Management Survey, enhanced risk measurement, stress testing and scenario
In December 2025, the European Central Bank announced that its 2026 supervisory stress test will require all 110 directly supervised banks to identify the geopolitical
Brazil’s Wealth Growth and Shifting Investment Strategies Brazil has seen a remarkable increase in the number and total wealth of Ultra High Net Worth Individuals
By 2030, as much as half of today’s private banking advisors will be retired. At the same time, over $85 trillion will change hands globally
Introduction Investment managers today find themselves navigating markets that are more unpredictable and fast-moving than ever before. Geopolitical upheavals, shifting trade policies, and economic surprises
Understanding and managing risk is a fundamental aspect of financial services, especially within the context of regulatory requirements. Product Risk Classification (PRC) is a critical
Growing awareness of global environmental, social and governance (ESG) issues has led to a paradigm shift in the investment industry. Investors are now more aware
The banking landscape has changed significantly over the past decade. With rapid advancements in technology, evolving customer expectations, and increased competition from fintech companies, banking
In the rapidly changing financial landscape, banks and wealth managers are constantly challenged to meet the evolving investor demands. As technology advances and investor preferences

What does trade war mean for a balanced portfolio?